/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
using System;
using System.Globalization;
using System.Text;
using Newtonsoft.Json;
using QuantConnect.Brokerages;
using QuantConnect.Data;
using QuantConnect.Data.Market;
namespace QuantConnect.Algorithm.CSharp
{
///
/// Live Trading Functionality Demonstration algorithm including SMS, Email and Web hook notifications.
///
///
///
///
///
///
///
public class LiveTradingFeaturesAlgorithm : QCAlgorithm
{
private bool _isConnected;
///
/// Initialise the Algorithm and Prepare Required Data.
///
public override void Initialize()
{
SetStartDate(2013, 10, 7);
SetEndDate(2013, 10, 11);
SetCash(25000);
//Equity Data for US Markets:
AddSecurity(SecurityType.Equity, "IBM", Resolution.Second);
//FOREX Data for Weekends: 24/6
AddSecurity(SecurityType.Forex, "EURUSD", Resolution.Minute);
//Custom/Bitcoin Live Data: 24/7
AddData("BTC", Resolution.Second, TimeZones.Utc);
//if the algorithm is connected to the brokerage
_isConnected = true;
}
///
/// New Bitcoin Data Event.
///
/// Data.
public void OnData(Bitcoin data)
{
if (LiveMode) //Live Mode Property
{
//Configurable title header statistics numbers
SetRuntimeStatistic("BTC", data.Close.ToStringInvariant("C"));
}
if (!Portfolio.HoldStock)
{
Order("BTC", 100);
//Send a notification email/SMS/web request on events:
Notify.Email("myemail@gmail.com", "Test", "Test Body", "test attachment");
Notify.Sms("+11233456789", Time.ToStringInvariant("u") + ">> Test message from live BTC server.");
Notify.Web("http://api.quantconnect.com", Time.ToStringInvariant("u") + ">> Test data packet posted from live BTC server.");
Notify.Telegram("id", Time.ToStringInvariant("u") + ">> Test message from live BTC server.");
Notify.Ftp("ftp.quantconnect.com", "username", "password", "path/to/file.txt",
Time.ToStringInvariant("u") + ">> Test file from live BTC server.");
Notify.Sftp("ftp.quantconnect.com", "username", "password", "path/to/file.txt",
Time.ToStringInvariant("u") + ">> Test file from live BTC server.");
Notify.Sftp("ftp.quantconnect.com", "username", "privatekey", "optionalprivatekeypassphrase", "path/to/file.txt",
Time.ToStringInvariant("u") + ">> Test file from live BTC server.");
}
}
///
/// Raises the data event.
///
/// Data.
public void OnData(TradeBars data)
{
if (!Portfolio["IBM"].HoldStock && data.ContainsKey("IBM"))
{
int quantity = (int)Math.Floor(Portfolio.MarginRemaining / data["IBM"].Close);
Order("IBM", quantity);
Debug("Purchased IBM on " + Time.ToShortDateString());
Notify.Email("myemail@gmail.com", "Test", "Test Body", "test attachment");
}
}
///
/// Brokerage message event handler. This method is called for all types of brokerage messages.
///
public override void OnBrokerageMessage(BrokerageMessageEvent messageEvent)
{
Debug($"Brokerage meesage received - {messageEvent.ToString()}");
}
///
/// Brokerage disconnected event handler. This method is called when the brokerage connection is lost.
///
public override void OnBrokerageDisconnect()
{
_isConnected = false;
Debug($"Brokerage disconnected!");
}
///
/// Brokerage reconnected event handler. This method is called when the brokerage connection is restored after a disconnection.
///
public override void OnBrokerageReconnect()
{
_isConnected = true;
Debug($"Brokerage reconnected!");
}
///
/// Custom Data Type: Bitcoin data from Quandl - http://www.quandl.com/help/api-for-bitcoin-data
///
public class Bitcoin : BaseData
{
[JsonProperty("timestamp")]
public int Timestamp { get; set; }
[JsonProperty("open")]
public decimal Open { get; set; }
[JsonProperty("high")]
public decimal High { get; set; }
[JsonProperty("low")]
public decimal Low { get; set; }
[JsonProperty("last")]
public decimal Close { get; set; }
[JsonProperty("bid")]
public decimal Bid { get; set; }
[JsonProperty("ask")]
public decimal Ask { get; set; }
[JsonProperty("vwap")]
public decimal WeightedPrice { get; set; }
[JsonProperty("volume")]
public decimal VolumeBTC { get; set; }
public decimal VolumeUSD { get; set; }
///
/// The end time of this data. Some data covers spans (trade bars)
/// and as such we want to know the entire time span covered
///
///
/// This property is overriden to allow different values for Time and EndTime
/// if they are set in the Reader. In the base implementation EndTime equals Time
///
public override DateTime EndTime { get; set; }
///
/// 1. DEFAULT CONSTRUCTOR: Custom data types need a default constructor.
/// We search for a default constructor so please provide one here. It won't be used for data, just to generate the "Factory".
///
public Bitcoin()
{
Symbol = "BTC";
}
///
/// 2. RETURN THE STRING URL SOURCE LOCATION FOR YOUR DATA:
/// This is a powerful and dynamic select source file method. If you have a large dataset, 10+mb we recommend you break it into smaller files. E.g. One zip per year.
/// We can accept raw text or ZIP files. We read the file extension to determine if it is a zip file.
///
/// Configuration object
/// Date of this source file
/// true if we're in live mode, false for backtesting mode
/// String URL of source file.
public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLiveMode)
{
if (isLiveMode)
{
return new SubscriptionDataSource("https://www.bitstamp.net/api/ticker/", SubscriptionTransportMedium.Rest);
}
//return "http://my-ftp-server.com/futures-data-" + date.ToString("Ymd") + ".zip";
// OR simply return a fixed small data file. Large files will slow down your backtest
return new SubscriptionDataSource("https://www.quandl.com/api/v3/datasets/BCHARTS/BITSTAMPUSD.csv?order=asc", SubscriptionTransportMedium.RemoteFile);
}
///
/// 3. READER METHOD: Read 1 line from data source and convert it into Object.
/// Each line of the CSV File is presented in here. The backend downloads your file, loads it into memory and then line by line
/// feeds it into your algorithm
///
/// string line from the data source file submitted above
/// Subscription data, symbol name, data type
/// Current date we're requesting. This allows you to break up the data source into daily files.
/// true if we're in live mode, false for backtesting mode
/// New Bitcoin Object which extends BaseData.
public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode)
{
var coin = new Bitcoin();
if (isLiveMode)
{
//Example Line Format:
//{"high": "441.00", "last": "421.86", "timestamp": "1411606877", "bid": "421.96", "vwap": "428.58", "volume": "14120.40683975", "low": "418.83", "ask": "421.99"}
try
{
coin = JsonConvert.DeserializeObject(line);
coin.EndTime = DateTime.UtcNow.ConvertFromUtc(config.ExchangeTimeZone);
coin.Value = coin.Close;
}
catch { /* Do nothing, possible error in json decoding */ }
return coin;
}
//Example Line Format:
//Date Open High Low Close Volume (BTC) Volume (Currency) Weighted Price
//2011-09-13 5.8 6.0 5.65 5.97 58.37138238, 346.0973893944 5.929230648356
try
{
string[] data = line.Split(',');
coin.Time = DateTime.Parse(data[0], CultureInfo.InvariantCulture);
coin.Open = Convert.ToDecimal(data[1], CultureInfo.InvariantCulture);
coin.High = Convert.ToDecimal(data[2], CultureInfo.InvariantCulture);
coin.Low = Convert.ToDecimal(data[3], CultureInfo.InvariantCulture);
coin.Close = Convert.ToDecimal(data[4], CultureInfo.InvariantCulture);
coin.VolumeBTC = Convert.ToDecimal(data[5], CultureInfo.InvariantCulture);
coin.VolumeUSD = Convert.ToDecimal(data[6], CultureInfo.InvariantCulture);
coin.WeightedPrice = Convert.ToDecimal(data[7], CultureInfo.InvariantCulture);
coin.Value = coin.Close;
}
catch { /* Do nothing, skip first title row */ }
return coin;
}
}
}
}